368 search results - page 2 / 74 » Prediction Horizons in Agent Models |
CGF
2008
13 years 5 months ago
2008
SIAMCO
2010
13 years 15 days ago
2010
For discrete time nonlinear systems satisfying an exponential or finite time controllability assumption, we present an analytical formula for a suboptimality estimate for model pre...
CEC
2005
IEEE
13 years 11 months ago
2005
IEEE
Abstract- We introduce metrics on sensorimotor experience at various temporal scales based on informationtheory. Sensorimotor variables through which the experience of an agent fl...
AMIRE
2005
Springer
13 years 11 months ago
2005
Springer
Abstract. We introduce mathematically rigorous metrics on agent experiences having various temporal horizons. Sensorimotor variables accessible to the agent are treated as informat...
ATAL
2010
Springer
13 years 6 months ago
2010
Springer
A central problem in artificial intelligence is to choose actions to maximize reward in a partially observable, uncertain environment. To do so, we must learn an accurate model of ...